Inputs

Nowcast and Forecast Maps

Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type accuracy roc_auc boyce_cont brier_class tss_max
rf 0.9269406 0.9878554 0.9116002 0.0615591 0.9075342
bt 0.7226027 0.7697416 0.7185047 0.1895655 0.4246575
maxnet 0.6643836 0.7634641 0.9512421 0.2148328 0.4452055
gam 0.7488584 0.7902573 0.9813550 0.1714463 0.4383562
glm 0.6906393 0.7203978 0.8137043 0.1905822 0.4315068

Variable Importance

Partial Dependence